PREDICTORS OF RECIDIVISM OVER 3 YEARS AMONG SUBSTANCE-USING WOMEN RELEASED FROM JAIL

The prison-based Therapeutic Community: Resident recommendations for program improvement

INTRODUCTION

The prison-based Therapeutic Community (TC) is widely used within correctional institutions to address substance use disorders (SUDs). While most evaluations of the prison-based TC find the program to be effective, recent mixed evidence and the continued surge of the opioid crisis call for deeper investigation into program operations, barriers to engagement, and sources of treatment effect heterogeneity. Notably lacking from prior evaluations, and critical to our understanding of variable program engagement, is first-hand experiences and perceptions from program participants.

METHODS

To assess prison-based TC resident perceptions of the program and their recommendations for improvement, we utilize data from the Therapeutic Community Prison Inmate Network Study (TC-PINS), a longitudinal data collection effort conducted in one prison-based TC unit within a Pennsylvania state prison. Specifically, we assess resident responses to the open-ended item "What can the TC do better?" Analyzing 470 responses to this question by 177 residents, two independent coders identified seven substantive categories of recommended changes or improvements to their TC program.

RESULTS

Residents provided tangible recommendations for improvement of their prison-based TC program based on their experiences and perceptions. Importantly, a number of their recommendations directly counter the intended model of the TC, which highlights imperative issues underlying the translation of the TC model within the prison environment. Resident suggestions include enhanced structure, increased individualization, expanded curriculum, stricter enforcement of rules, and improved or more experienced staff. Additionally, many question the coercive nature of TC program participation within this prison system.

CONCLUSIONS

Resident recommendations for program improvement unveil important sources of treatment effect heterogeneity and highlight tangible program changes that can be implemented to reduce barriers to treatment engagement. We provide suggested changes to this prison-based TC based on resident perceptions and discuss both the importance and relative ease of eliciting this critical participant feedback.

Predicting violence in female forensic inpatients with substance use disorders - the utility of a gender-responsive assessment

Introduction

Given that risk assessment tools are commonly based on male samples, the applicability to justice-involved women remains to be clarified. This study aimed at assessing (1) the predictive validity of the HCR-20 V3, the prevailing, yet primarily male-based violence risk assessment instrument, and (2) the incremental validity of the FAM, a gender-responsive supplement, for both inpatient violence and violent recidivism in justice-involved women.

Methods

The sample included 452 female forensic inpatients with substance use disorder discharged from German forensic psychiatric care between 2001 and 2018.

Results

ROC analyses revealed good predictive accuracy for the HCR-20 V3 while the FAM failed to provide incremental validity. Further, binary logistic regression determined several predictors of violence including personality disorder, covert/manipulative behavior, suicidal behavior/self-harm, and problematic intimate relationship.

Discussion

These findings support the applicability of the HCR-20 V3 in justice-involved women with substance use disorder, while highlighting the clinical relevance of the FAM in supporting a gender-informed risk management.

The associations between social determinants of health, mental health, substance-use and recidivism: a ten-year retrospective cohort analysis of women who completed the connections programme in Australia

BACKGROUND

Women with substance-use issues are overrepresented in prison. Research on women's recidivism often focuses on offending behaviour rather than the health and social circumstances women are experiencing when reimprisonment occurs. This study examines the relationship between social determinants of health (SDOH), mental health, substance-use and recidivism among women exiting prison with histories of substance-use.

METHODS

A retrospective cohort study of women exiting prison who completed the transitional support programme "Connections" between 2008 and 2018. Recidivism was measured up to two years post-release. Women's support needs were measured at baseline (4 weeks pre-release) and follow-up (four weeks post-release). Ongoing needs in relation to well-established SDOH were calculated if: (1) at baseline women were identified as having a re-entry need with housing, employment, finances, education, domestic violence, child-custody and social support and (2) at follow-up women reported still needing help in that area. Women's self-reported substance-use and mental health since release were captured at follow-up. Descriptive statistics were calculated for all measures. Associations between SDOH, mental health, substance-use and recidivism were estimated by multiple logistic regression, adjusting for potential confounders. We also evaluated the mediating effects of mental health on the relationship between SDOH and substance-use.

RESULTS

Substance-use was associated with increased odds of recidivism (adjusted odds ratio (AOR) 1.8, 95% confidence interval (CI) 1.1-2.9; p = 0.02). Poor mental health (AOR 2.9, 95% CI 1.9-4.6; p =  < 0.01), ongoing social support (AOR 3.0, 95% CI 1.9-5.0; p =  < 0.01), child-custody (AOR 1.9, 95% CI 1.0-3.3 p = 0.04), financial (AOR 2.0, 95% CI 1.3-3.2; p =  < 0.01) and housing (AOR 1.8, 95% CI 1.1-2.9; p = 0.02) needs were individually associated with increased odds of substance-use. Mediation analysis found mental health fully mediated the effects of ongoing housing (beta efficiency (b) = - 033, standard error (SE) 0.01; p = 0.05), financial (b = 0.15, SE 0.07; p = 0.05), child-custody (b = 0.18, SE 0.01; p = 0.05) and social support (b = 0.36, SE 0.1; p = 0.05) needs onto substance-use, and partially mediated the effects of domestic violence (b = 0.57, SE 0.23; p = 0.05) onto substance-use.

CONCLUSION

This study underscores the critical importance of addressing the interplay between SDOH, mental health, substance-use and recidivism. An approach that targets SDOH holds the potential for reducing mental distress and substance-use, and related recidivism.

Sex Differences in Recovery Capital Gains Post-Incarceration

BACKGROUND

People with substance use disorders are highly prevalent in the carceral system. Recovery capital (RC) is the resources available to an individual to initiate or maintain substance use cessation. Sex differences have been identified in RC during both active substance use and recovery in the general population, however, less is known about these sex differences in the post-incarceration population.

METHODS

Participants (n = 136) were those with an opioid or stimulant use disorder with past year involvement with the Iowa criminal justice system (USA), who completed the Assessment of Recovery Capital (ARC) twice over a six-month cohort study. Participants were involved in an addiction clinic that utilized active case management. Analysis of covariance evaluated changes in ARC during the study. Separate models compared total ARC and individual ARC domains, with sex as the independent variable of interest. Model means were generated for interpretation based on sex, comparing baseline and study endpoint ARC scores.

RESULTS

There were no baseline sex differences in total ARC. ARC increased significantly for the group, however, males showed disproportionate growth. Females ended the study with a mean ARC of 37.8 (SD= 9.3) and males finished at 41.6 (SD= 9.3), which was a significant difference (p = 0.044); this significant difference was driven by ARC subdomains of 'Psychological Health' and 'Physical Health.'

CONCLUSIONS

People post-incarceration are at high risk for return to substance use. Treatment that is informed by sex-based differences may have the potential to decrease the differing rates of growth in RC between sexes.

Re-incarceration and associated social, structural and behavioural factors among people who use drugs in an urban Canadian setting

BACKGROUND

People who use drugs (PWUD) are disproportionately incarcerated, however little is known about specific substance use, social and structural factors associated with re-incarceration among PWUD. We aimed to identify the socio-structural and substance use factors associated with re-incarceration among structurally-marginalized PWUD.

METHODS

We used longitudinal data from two prospective cohorts of PWUD in Vancouver, Canada. We included adults reporting at least one incarceration event in the last six months and who completed at least one additional follow-up study visit. We performed multivariable extended Cox regression to explore factors associated with re-incarceration.

RESULTS

Among 468 eligible participants, the median age was 40 years (Q1-Q3 = 34-46 years), 346 (73.9%) were men, 177 (37.8%) identified as Indigenous, and 227 (48.5%) experienced at least one re-incarceration event. Incidence rate of re-incarceration was 157 incarceration events per 1000 person years. In multivariable analyses, homelessness (adjusted hazard ratio [AHR] = 2.17; 95% confidence interval [95% CI]: 1.79-2.61), community judicial supervision (AHR = 3.89; 95% CI: 3.21-4.71) and re-incarceration during the study period (once: AHR = 1.95, 95% CI: 1.55-2.44; two or more events: AHR = 1.53, 95% CI: 1.23-1.90) were positively associated with re-incarceration. Among substance use variables that included illicit drugs, only heavy alcohol use remained significantly associated with re-incarceration across analyses after adjustment (AHR = 1.32; 95% CI: 1.06-1.65). Engagement in addiction treatment (AHR = 0.63; 95% CI: 0.53-0.75), mental illness (AHR = 0.70; 95% CI: 0.59-0.84) and age (AHR = 0.96; 95% CI: 0.95-0.97) were negatively associated with re-incarceration.

CONCLUSION

Access to housing and substance use services, including treatment for alcohol use disorder, following incarceration may reduce re-incarceration among PWUD. The high rates of re-incarceration of PWUD in our sample underscores how structural factors-such as homelessness and criminalization of substance use-drive re-incarceration among PWUD.

The Predictive Accuracy of the LSI-R in Female Forensic Inpatients-Assessing the Utility of Gender-Responsive Risk Factors

Female reoffending has long been a neglected research interest. Accordingly, risk assessment instruments were developed based on the criminological knowledge of male recidivism. While feminist researchers have repeatedly criticized the failure to incorporate gender-responsive risk (GR) factors, opinions on the gender neutrality of existing instruments remain inconsistent. In order to substitute the existing literature, while extending the scope to mentally disordered offenders, the aim of the given study was the prediction of general recidivism in a sample of 525 female forensic inpatients who had been discharged from forensic psychiatric care in Germany between 2001 and 2018. Primarily, ROC analysis was conducted to assess the predictive accuracy of the LSI-R. Subsequently, separate binary logistic regression analyses were performed to determine the predictive utility of GR factors on recidivism. Lastly, multiple binary logistic regression was used to assess the incremental validity of the GR factors. The results showed that the GR factors (i.e., intimate relationship dysfunction, mental health issues, parental stress, adult physical abuse, and poverty) significantly contributed to the prediction of recidivism, while a mixed personality disorder, a dissocial personality, an unsupportive partner, and poverty added incremental validity to the predictive accuracy of the LSI-R. However, given that the added variables could only improve classification accuracy by 2.2%, the inclusion of gender-specific factors should be cautiously evaluated.

Substance Use Disorder, Bail Reform, and Failure to Appear in Court: Results From a Naturalistic Study

Most adults processed through local correctional facilities report symptoms consistent with substance use disorder and there is growing interest in bail reform to reduce or eliminate financial conditions as a requirement for release from detention in local jails. These practices are endorsed for their ability to reduce jail populations and enhance judicial efficiency, but failure to appear in court has become a major area of concern under these new procedures. The current study examined the associations between substance use disorder, financial release conditions, and failure to appear in court in the context of a naturalistic study of bail reform in one judicial district. Multivariate logistic regression results demonstrate significantly higher odds of failure to appear in court among adults with substance use disorder who received a nonfinancial release from jail. Findings suggest bail reform initiatives must address substance use disorder and provide person-centered services during the pretrial release period to become effective.

Implementing and Sustaining SHARE: An Exposure-Based Psychotherapy Group for Incarcerated Women Survivors of Sexual Violence

Although incarcerated women are a highly victimized population, therapy for sexual violence victimization (SVV) sequela is not routinely offered in prison. SHARE is a group therapy for SVV survivors that was successfully implemented and sustained in a women's correction center. Here, we aimed to identify implementation factors and strategies that led to SHARE's success and describe incarcerated women's perspectives on the program. We conducted a retrospective process evaluation using interviews structured according to EPIS, a well-established implementation science framework. Participants (N = 22) were incarcerated women, members of the SHARE treatment team, and members of the correction center's leadership, therapeutic team, and volunteer program. Factors that facilitated SHARE implementation varied by EPIS phase and organization. Positive inter-organizational and interpersonal relationships were key across phases, as were the synergies between both the strengths and needs of each organization involved in implementation. Incarcerated women reported a strong need for SHARE and did not report any concerns about receiving trauma therapy in a carceral setting. Therapy for SVV sequelae, including exposure-based therapy, is possible to implement and sustain in carceral settings. Community-academic partnerships may be a particularly feasible way to expand access to SVV therapy for incarcerated women.

Exploring Problematic Substance Use during Reentry from Prison to the Community: A Thematic Analysis

The reentry process from prison to the community is rife with obstacles. Substance use problems, in particular, can present significant barriers to successful reentry. However, little research has examined the various roles that substance use plays during reentry from the perspective of those reentering the community. The current study explores reentry experiences of people who have been recently released from prison with a specific focus on their experiences with substance use during the reentry process. Using thematic analysis, the present study explored substance use experiences from 26 semi-structured interviews. Seven main themes emerged: recovery and sobriety, substance use programs, relapse, substance use exposure, triggers and other challenges, impact of incarceration on substance use, and reflections about substance use. Within each of these broad themes, additional subthemes emerged. Findings suggest complex histories of substance use spanning ecological contexts, including family, neighborhood, and corrections facilities as well as provide support for the pervasive and persistent nature of substance use among previously incarcerated individuals. Implications for practice and policy are discussed as well as potential future directions for research.

Recidivism and predictors of recidivism among female high level persistent offenders after a special court order for persistent offenders in the Netherlands

Previous research has shown that female persistent offenders have multiple psychiatric and psychosocial problems, such as substance use disorders, other mental disorders, financial problems and housing problems. The present study examined recidivism and predictors of recidivism in a sample of 74 Dutch female high level persistent offenders who had been subjected to a special court order for persistent offenders, called ISD [Inrichting Stelselmatige Daders]. The criminal records were studied to gain insight in the criminal charges against women after release from the ISD. Results showed that 43% of the persistent female offenders had registered justice contacts within one year after release, of which the majority concerned non-violent property offences. However, the number of offences was found to be significantly reduced after their release. No offence-related, demographic, substance-related, psychiatric or personal history characteristics were found to be predictive for general recidivism.

Risky Sexual Behaviors, Substance Use, and Perceptions of Risky Behaviors Among Criminal Justice Involved Women Who Trade Sex

This study examined risky sexual behaviors, Diagnostic and Statistical Manual of Mental Disorders (4th ed.; DSM-IV)-defined alcohol and substance use disorders, and perceptions of risky behaviors among community released, justice-involved women, who are currently trading sex (CTS), formerly traded sex (FTS), or have never traded sex. Data were derived from 266 sexually active women recruited from a Municipal Drug Court System in St. Louis, Missouri. In an adjusted multinomial regression model, being dependent on alcohol and cocaine was the most robust correlate of sex-trading status (adjusted odds ratio [AOR]: CTS = 4.21, FTS = 4.66). Perceptions of sexual risk and HIV were significantly associated with CTS (AOR = 3.39), however, not FTS. Other significant correlates of sex trading status included age, lifetime injection drug use, lower education, child sexual abuse, and unstable housing. Gender-specific interventions tailored toward currently and formerly sex-trading women are needed.

The Association Between Religiosity and Substance Use Patterns Among Women Involved in the Criminal Justice System

A growing body of research is exploring the association between religiosity and drug use. Thus, this analysis examines the association between religiosity and substance use patterns among females in the criminal justice system. Data derived from 318 women recruited from a Municipal Drug Court System in St. Louis, Missouri, were used to determine the association between religiosity and substance use patterns. Results indicate that religiosity decreased the odds of cocaine use, observed for both crack/cocaine (CC) use alone (adjusted odds ratio [AOR] = 0.41) and crack/cocaine + marijuana (CC + MJ) (AOR = 0.32). Interestingly, this association was not found for MJ use alone. Other variables that were significantly associated with CC + MJ use included being non-Black (CC + MJ: AOR = 0.46; MJ: AOR = 0.28), 4+ arrests (CC + MJ: AOR = 4.66; CC: AOR = 2.64), and <30 years of age (CC + MJ: AOR = 0.37; CC: AOR = 0.16; MJ: AOR = 2.84). Future drug prevention and interventions should consider the potential protective effects of religiosity on substance use.

Substance Use, Victimization, HIV/AIDS Risk, And Recidivism Among Females in A Therapeutic Justice Program

This analysis examines the association between crack/cocaine use only and the SAVA syndemic ((any substance use, AND being exposed to violence, AND having HIV/AIDS risk behaviors) at baseline and any felony, misdemeanor, or municipal violations by an 8-month follow-up. Data comes from 317 women recruited from a Municipal Drug Court System in the Midwest. Among the sample, 45% of the women had at least one felony, misdemeanor, or a municipal violation at the 8-month follow-up (felony: 20%; misdemeanor or municipal violation 25%). Multinomial regression revealed that crack/cocaine use and SAVA at baseline were associated specifically with misdemeanors OR 2.21 (95% CI: 1.21, 4.04) and OR 3.60 (95% CI: 1.23, 10.56) respectively, no increases in odds of felonies were evident. Women with a higher number of lifetime arrests were also significantly more likely to have a greater number of offenses postbaseline, while black women were considerably less likely to be charged with misdemeanors. Recent crack/cocaine use with or without the mutually reinforcing issues of victimization, and HIV/AIDS risk behaviors significantly increased the odds of a misdemeanors/municipal violation. However, significant increases in odds of more severe offenses (felonies) were not evident. Interventions aimed to reduce offenses should offer additional support for crack/cocaine users.

Risk Profiles of Women Experiencing Initial and Repeat Incarcerations: Implications for Prevention Programs

Incarcerated women experience myriad individual, interpersonal, and structural factors leading to arrest and rearrest. This study examined risk profiles of women experiencing initial and repeat incarcerations. The sample included 521 women recruited from two prisons in North Carolina and enrolled in a HIV/STD risk-reduction intervention trial. Variables included socio-demographics, structural/economic factors, sexual and substance use behaviors, STDs, victimization history, and depressive symptoms. Bivariate and multivariable analyses identified risk differences. Compared to women incarcerated for the first time, women with repeat incarcerations reported significantly greater economic instability, substance use and sexual risk behaviors, laboratory-confirmed STDs, and victimization during childhood and adulthood. Multivariable logistic regression found women with repeat incarcerations experienced greater unstable housing, injection drug use, crack cocaine use, concurrent sex partners, and childhood sexual victimization. Findings can inform the development of prevention programs by addressing economic instability, sexual risk, and substance use among women prisoners.